Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 16247 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 12 |
gene has a high cardinality: 16247 distinct values | High cardinality |
C42_1 is highly correlated with C42_2 and 10 other fields | High correlation |
C42_2 is highly correlated with C42_1 and 9 other fields | High correlation |
C42_3 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_1 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_2 is highly correlated with C42_1 and 5 other fields | High correlation |
C42B_3 is highly correlated with C42_1 and 10 other fields | High correlation |
LNCAP_1 is highly correlated with C42_1 and 10 other fields | High correlation |
LNCAP_2 is highly correlated with C42_1 and 9 other fields | High correlation |
LNCAP_3 is highly correlated with C42_1 and 10 other fields | High correlation |
MR49F_1 is highly correlated with C42_1 and 10 other fields | High correlation |
MR49F_2 is highly correlated with C42_1 and 9 other fields | High correlation |
MR49F_3 is highly correlated with C42_1 and 10 other fields | High correlation |
C42_1 is highly correlated with C42_2 and 10 other fields | High correlation |
C42_2 is highly correlated with C42_1 and 9 other fields | High correlation |
C42_3 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_1 is highly correlated with C42_1 and 9 other fields | High correlation |
C42B_2 is highly correlated with C42_1 and 5 other fields | High correlation |
C42B_3 is highly correlated with C42_1 and 10 other fields | High correlation |
LNCAP_1 is highly correlated with C42_1 and 10 other fields | High correlation |
LNCAP_2 is highly correlated with C42_1 and 9 other fields | High correlation |
LNCAP_3 is highly correlated with C42_1 and 10 other fields | High correlation |
MR49F_1 is highly correlated with C42_1 and 10 other fields | High correlation |
MR49F_2 is highly correlated with C42_1 and 9 other fields | High correlation |
MR49F_3 is highly correlated with C42_1 and 10 other fields | High correlation |
C42_1 is highly correlated with C42_2 and 8 other fields | High correlation |
C42_2 is highly correlated with C42_1 and 1 other fields | High correlation |
C42_3 is highly correlated with C42_1 and 3 other fields | High correlation |
C42B_1 is highly correlated with C42_1 and 3 other fields | High correlation |
C42B_3 is highly correlated with C42_1 and 5 other fields | High correlation |
LNCAP_1 is highly correlated with C42_1 and 4 other fields | High correlation |
LNCAP_2 is highly correlated with C42_1 and 7 other fields | High correlation |
MR49F_1 is highly correlated with C42_1 and 6 other fields | High correlation |
MR49F_2 is highly correlated with C42_1 and 5 other fields | High correlation |
MR49F_3 is highly correlated with C42_1 and 4 other fields | High correlation |
C42B_2 is highly correlated with C42B_1 and 10 other fields | High correlation |
C42B_1 is highly correlated with C42B_2 and 10 other fields | High correlation |
MR49F_3 is highly correlated with C42B_2 and 10 other fields | High correlation |
C42_1 is highly correlated with C42B_2 and 10 other fields | High correlation |
MR49F_2 is highly correlated with C42B_2 and 10 other fields | High correlation |
LNCAP_2 is highly correlated with C42B_2 and 10 other fields | High correlation |
LNCAP_1 is highly correlated with C42B_2 and 10 other fields | High correlation |
LNCAP_3 is highly correlated with C42B_2 and 10 other fields | High correlation |
C42B_3 is highly correlated with C42B_2 and 10 other fields | High correlation |
C42_3 is highly correlated with C42B_2 and 10 other fields | High correlation |
MR49F_1 is highly correlated with C42B_2 and 10 other fields | High correlation |
C42_2 is highly correlated with C42B_2 and 10 other fields | High correlation |
gene is uniformly distributed | Uniform |
gene has unique values | Unique |
C42_2 has 211 (1.3%) zeros | Zeros |
C42_3 has 234 (1.4%) zeros | Zeros |
C42B_1 has 187 (1.2%) zeros | Zeros |
C42B_2 has 195 (1.2%) zeros | Zeros |
C42B_3 has 181 (1.1%) zeros | Zeros |
LNCAP_1 has 318 (2.0%) zeros | Zeros |
LNCAP_2 has 349 (2.1%) zeros | Zeros |
LNCAP_3 has 369 (2.3%) zeros | Zeros |
MR49F_1 has 347 (2.1%) zeros | Zeros |
MR49F_2 has 391 (2.4%) zeros | Zeros |
MR49F_3 has 406 (2.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-09-03 02:25:04.080821 |
|---|---|
| Analysis finished | 2021-09-03 02:25:49.425536 |
| Duration | 45.34 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 16247 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 127.1 KiB |
| ENSG00000000003 | 1 |
|---|---|
| ENSG00000183617 | 1 |
| ENSG00000183506 | 1 |
| ENSG00000183508 | 1 |
| ENSG00000183513 | 1 |
| Other values (16242) |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
Characters and Unicode
| Total characters | 243705 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 16247 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ENSG00000000003 |
|---|---|
| 2nd row | ENSG00000000419 |
| 3rd row | ENSG00000000457 |
| 4th row | ENSG00000000460 |
| 5th row | ENSG00000001036 |
Common Values
| Value | Count | Frequency (%) |
| ENSG00000000003 | 1 | < 0.1% |
| ENSG00000183617 | 1 | < 0.1% |
| ENSG00000183506 | 1 | < 0.1% |
| ENSG00000183508 | 1 | < 0.1% |
| ENSG00000183513 | 1 | < 0.1% |
| ENSG00000183520 | 1 | < 0.1% |
| ENSG00000183527 | 1 | < 0.1% |
| ENSG00000183530 | 1 | < 0.1% |
| ENSG00000183570 | 1 | < 0.1% |
| ENSG00000183576 | 1 | < 0.1% |
| Other values (16237) | 16237 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ensg00000000003 | 1 | < 0.1% |
| ensg00000183617 | 1 | < 0.1% |
| ensg00000183506 | 1 | < 0.1% |
| ensg00000183508 | 1 | < 0.1% |
| ensg00000183513 | 1 | < 0.1% |
| ensg00000183520 | 1 | < 0.1% |
| ensg00000183527 | 1 | < 0.1% |
| ensg00000183530 | 1 | < 0.1% |
| ensg00000183570 | 1 | < 0.1% |
| ensg00000183576 | 1 | < 0.1% |
| Other values (16237) | 16237 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 91209 | |
| 1 | 18255 | 7.5% |
| E | 16247 | 6.7% |
| N | 16247 | 6.7% |
| S | 16247 | 6.7% |
| G | 16247 | 6.7% |
| 2 | 11778 | 4.8% |
| 6 | 8946 | 3.7% |
| 3 | 8563 | 3.5% |
| 7 | 8546 | 3.5% |
| Other values (4) | 31420 | 12.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 178717 | |
| Uppercase Letter | 64988 | 26.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 91209 | |
| 1 | 18255 | 10.2% |
| 2 | 11778 | 6.6% |
| 6 | 8946 | 5.0% |
| 3 | 8563 | 4.8% |
| 7 | 8546 | 4.8% |
| 4 | 8236 | 4.6% |
| 5 | 8044 | 4.5% |
| 8 | 8020 | 4.5% |
| 9 | 7120 | 4.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 16247 | |
| N | 16247 | |
| S | 16247 | |
| G | 16247 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 178717 | |
| Latin | 64988 | 26.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 91209 | |
| 1 | 18255 | 10.2% |
| 2 | 11778 | 6.6% |
| 6 | 8946 | 5.0% |
| 3 | 8563 | 4.8% |
| 7 | 8546 | 4.8% |
| 4 | 8236 | 4.6% |
| 5 | 8044 | 4.5% |
| 8 | 8020 | 4.5% |
| 9 | 7120 | 4.0% |
Latin
| Value | Count | Frequency (%) |
| E | 16247 | |
| N | 16247 | |
| S | 16247 | |
| G | 16247 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 243705 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 91209 | |
| 1 | 18255 | 7.5% |
| E | 16247 | 6.7% |
| N | 16247 | 6.7% |
| S | 16247 | 6.7% |
| G | 16247 | 6.7% |
| 2 | 11778 | 4.8% |
| 6 | 8946 | 3.7% |
| 3 | 8563 | 3.5% |
| 7 | 8546 | 3.5% |
| Other values (4) | 31420 | 12.9% |
| Distinct | 16097 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.873633301 |
| Minimum | 0 |
|---|---|
| Maximum | 9.82417682 |
| Zeros | 82 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1193089608 |
| Q1 | 0.6984957421 |
| median | 1.75935523 |
| Q3 | 2.810570692 |
| 95-th percentile | 4.185666553 |
| Maximum | 9.82417682 |
| Range | 9.82417682 |
| Interquartile range (IQR) | 2.112074949 |
Descriptive statistics
| Standard deviation | 1.319332383 |
|---|---|
| Coefficient of variation (CV) | 0.7041572021 |
| Kurtosis | -0.192118322 |
| Mean | 1.873633301 |
| Median Absolute Deviation (MAD) | 1.057375917 |
| Skewness | 0.5500007249 |
| Sum | 30440.92024 |
| Variance | 1.740637937 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 82 | 0.5% |
| 1.73799221 | 4 | < 0.1% |
| 3.69011116 | 3 | < 0.1% |
| 0.1092280087 | 3 | < 0.1% |
| 1.925327601 | 3 | < 0.1% |
| 0.2178690246 | 2 | < 0.1% |
| 0.007839389435 | 2 | < 0.1% |
| 2.698841329 | 2 | < 0.1% |
| 1.773304552 | 2 | < 0.1% |
| 2.513325643 | 2 | < 0.1% |
| Other values (16087) | 16142 |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 0.001364349381 | 1 | < 0.1% |
| 0.001853355043 | 1 | < 0.1% |
| 0.001883753284 | 1 | < 0.1% |
| 0.001956915123 | 1 | < 0.1% |
| 0.002094037444 | 1 | < 0.1% |
| 0.002147392596 | 1 | < 0.1% |
| 0.002175304875 | 1 | < 0.1% |
| 0.002191377996 | 1 | < 0.1% |
| 0.002369805402 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.82417682 | 1 | |
| 8.109056387 | 1 | |
| 7.821795507 | 1 | |
| 7.644937017 | 1 | |
| 7.400060092 | 1 | |
| 7.358750679 | 1 | |
| 7.09071949 | 1 | |
| 7.029278638 | 1 | |
| 6.824848557 | 1 | |
| 6.779525388 | 1 |
| Distinct | 14899 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.470975692 |
| Minimum | 0 |
|---|---|
| Maximum | 10.47408629 |
| Zeros | 211 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.399655399 |
| Q1 | 1.812863228 |
| median | 3.324787279 |
| Q3 | 5.001315209 |
| 95-th percentile | 6.929211369 |
| Maximum | 10.47408629 |
| Range | 10.47408629 |
| Interquartile range (IQR) | 3.188451981 |
Descriptive statistics
| Standard deviation | 2.029188935 |
|---|---|
| Coefficient of variation (CV) | 0.5846162911 |
| Kurtosis | -0.785638385 |
| Mean | 3.470975692 |
| Median Absolute Deviation (MAD) | 1.590965869 |
| Skewness | 0.2547675167 |
| Sum | 56392.94206 |
| Variance | 4.117607735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 211 | 1.3% |
| 4.84681738 | 11 | 0.1% |
| 3.09357324 | 7 | < 0.1% |
| 1.425121289 | 7 | < 0.1% |
| 3.763789682 | 7 | < 0.1% |
| 2.710524818 | 7 | < 0.1% |
| 2.389550297 | 7 | < 0.1% |
| 2.407553838 | 7 | < 0.1% |
| 2.22623015 | 7 | < 0.1% |
| 5.758384976 | 6 | < 0.1% |
| Other values (14889) | 15970 |
| Value | Count | Frequency (%) |
| 0 | 211 | |
| 0.01085436137 | 1 | < 0.1% |
| 0.01227974541 | 1 | < 0.1% |
| 0.01577406273 | 1 | < 0.1% |
| 0.0168356417 | 1 | < 0.1% |
| 0.01853642495 | 1 | < 0.1% |
| 0.01868308742 | 1 | < 0.1% |
| 0.01924960668 | 1 | < 0.1% |
| 0.02433763292 | 1 | < 0.1% |
| 0.02514668365 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.47408629 | 1 | |
| 9.776450956 | 1 | |
| 9.73424549 | 1 | |
| 9.70980336 | 1 | |
| 9.524491242 | 1 | |
| 9.504956259 | 1 | |
| 9.439460088 | 1 | |
| 9.37393966 | 1 | |
| 9.341501756 | 1 | |
| 9.313147464 | 1 |
| Distinct | 14884 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.465547674 |
| Minimum | 0 |
|---|---|
| Maximum | 10.70029066 |
| Zeros | 234 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.423906818 |
| Q1 | 2.031656036 |
| median | 3.542020826 |
| Q3 | 4.823072382 |
| 95-th percentile | 6.412240688 |
| Maximum | 10.70029066 |
| Range | 10.70029066 |
| Interquartile range (IQR) | 2.791416346 |
Descriptive statistics
| Standard deviation | 1.83756014 |
|---|---|
| Coefficient of variation (CV) | 0.530236578 |
| Kurtosis | -0.6690717012 |
| Mean | 3.465547674 |
| Median Absolute Deviation (MAD) | 1.384923715 |
| Skewness | 0.04434617256 |
| Sum | 56304.75306 |
| Variance | 3.376627267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 234 | 1.4% |
| 4.951359849 | 13 | 0.1% |
| 3.194358183 | 10 | 0.1% |
| 4.26526155 | 9 | 0.1% |
| 2.337740317 | 8 | < 0.1% |
| 2.710494353 | 8 | < 0.1% |
| 3.866795984 | 8 | < 0.1% |
| 5.640963868 | 8 | < 0.1% |
| 1.764772548 | 8 | < 0.1% |
| 1.468351912 | 7 | < 0.1% |
| Other values (14874) | 15934 |
| Value | Count | Frequency (%) |
| 0 | 234 | |
| 0.007214924484 | 1 | < 0.1% |
| 0.01829132494 | 1 | < 0.1% |
| 0.02240524036 | 1 | < 0.1% |
| 0.02529871395 | 1 | < 0.1% |
| 0.02797351339 | 1 | < 0.1% |
| 0.02839225109 | 1 | < 0.1% |
| 0.02925629709 | 1 | < 0.1% |
| 0.03127387137 | 1 | < 0.1% |
| 0.03417931891 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.70029066 | 1 | |
| 10.28870041 | 1 | |
| 9.756287348 | 1 | |
| 9.368592548 | 1 | |
| 9.282111492 | 1 | |
| 9.055251575 | 1 | |
| 9.034628277 | 1 | |
| 9.02425502 | 1 | |
| 8.959645688 | 1 | |
| 8.914885814 | 1 |
| Distinct | 15613 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.918773055 |
| Minimum | 0 |
|---|---|
| Maximum | 10.32358267 |
| Zeros | 187 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1447911429 |
| Q1 | 1.009657556 |
| median | 2.788548116 |
| Q3 | 4.512616774 |
| 95-th percentile | 6.450719129 |
| Maximum | 10.32358267 |
| Range | 10.32358267 |
| Interquartile range (IQR) | 3.502959218 |
Descriptive statistics
| Standard deviation | 2.062234389 |
|---|---|
| Coefficient of variation (CV) | 0.7065415331 |
| Kurtosis | -0.8495525939 |
| Mean | 2.918773055 |
| Median Absolute Deviation (MAD) | 1.754316903 |
| Skewness | 0.3446148066 |
| Sum | 47421.30583 |
| Variance | 4.252810676 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 187 | 1.2% |
| 3.675321952 | 9 | 0.1% |
| 4.072304099 | 8 | < 0.1% |
| 3.181249373 | 7 | < 0.1% |
| 2.626149608 | 5 | < 0.1% |
| 2.528796561 | 5 | < 0.1% |
| 3.007200251 | 5 | < 0.1% |
| 1.415486253 | 5 | < 0.1% |
| 5.849763402 | 5 | < 0.1% |
| 3.790285322 | 5 | < 0.1% |
| Other values (15603) | 16006 |
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 0.005993780567 | 1 | < 0.1% |
| 0.008204440578 | 1 | < 0.1% |
| 0.008842635714 | 1 | < 0.1% |
| 0.00989351508 | 1 | < 0.1% |
| 0.01035662157 | 1 | < 0.1% |
| 0.01079810265 | 1 | < 0.1% |
| 0.01263434842 | 1 | < 0.1% |
| 0.01277846996 | 1 | < 0.1% |
| 0.01315433119 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.32358267 | 1 | |
| 9.45638983 | 1 | |
| 9.365799434 | 1 | |
| 9.283742651 | 1 | |
| 9.088617438 | 1 | |
| 9.074148443 | 1 | |
| 9.013550427 | 1 | |
| 9.011371121 | 1 | |
| 8.916786898 | 1 | |
| 8.869549747 | 1 |
| Distinct | 14931 |
|---|---|
| Distinct (%) | 91.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.563954325 |
| Minimum | 0 |
|---|---|
| Maximum | 11.40843506 |
| Zeros | 195 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2283601025 |
| Q1 | 1.388233287 |
| median | 2.466024948 |
| Q3 | 3.494395979 |
| 95-th percentile | 5.472677812 |
| Maximum | 11.40843506 |
| Range | 11.40843506 |
| Interquartile range (IQR) | 2.106162692 |
Descriptive statistics
| Standard deviation | 1.587348481 |
|---|---|
| Coefficient of variation (CV) | 0.6191017 |
| Kurtosis | 0.5509968324 |
| Mean | 2.563954325 |
| Median Absolute Deviation (MAD) | 1.051976127 |
| Skewness | 0.6497734073 |
| Sum | 41656.56592 |
| Variance | 2.519675201 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 195 | 1.2% |
| 2.885149577 | 20 | 0.1% |
| 1.951316212 | 17 | 0.1% |
| 2.473871051 | 14 | 0.1% |
| 1.228229605 | 14 | 0.1% |
| 3.115084604 | 14 | 0.1% |
| 2.659103541 | 13 | 0.1% |
| 1.76307805 | 13 | 0.1% |
| 2.366565195 | 12 | 0.1% |
| 2.570770063 | 12 | 0.1% |
| Other values (14921) | 15923 |
| Value | Count | Frequency (%) |
| 0 | 195 | |
| 0.007541033241 | 1 | < 0.1% |
| 0.007579962824 | 1 | < 0.1% |
| 0.009194944442 | 1 | < 0.1% |
| 0.01137081075 | 1 | < 0.1% |
| 0.01283588482 | 1 | < 0.1% |
| 0.01296988281 | 1 | < 0.1% |
| 0.01301954417 | 1 | < 0.1% |
| 0.0134589391 | 1 | < 0.1% |
| 0.01416572715 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.40843506 | 1 | |
| 11.3243066 | 1 | |
| 10.98841191 | 1 | |
| 10.92950329 | 1 | |
| 10.65332295 | 1 | |
| 10.13192888 | 1 | |
| 9.984720385 | 1 | |
| 9.659343106 | 1 | |
| 9.580673384 | 1 | |
| 9.363200268 | 1 |
| Distinct | 15151 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.343280361 |
| Minimum | 0 |
|---|---|
| Maximum | 10.71824787 |
| Zeros | 181 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4542662817 |
| Q1 | 1.885719111 |
| median | 3.406084391 |
| Q3 | 4.672537658 |
| 95-th percentile | 6.301911618 |
| Maximum | 10.71824787 |
| Range | 10.71824787 |
| Interquartile range (IQR) | 2.786818548 |
Descriptive statistics
| Standard deviation | 1.806866958 |
|---|---|
| Coefficient of variation (CV) | 0.5404473339 |
| Kurtosis | -0.6346609609 |
| Mean | 3.343280361 |
| Median Absolute Deviation (MAD) | 1.380147917 |
| Skewness | 0.1166613342 |
| Sum | 54318.27603 |
| Variance | 3.264768203 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 181 | 1.1% |
| 3.368189632 | 10 | 0.1% |
| 2.080251583 | 10 | 0.1% |
| 4.728305339 | 8 | < 0.1% |
| 3.153622188 | 8 | < 0.1% |
| 1.393724308 | 7 | < 0.1% |
| 1.504797466 | 7 | < 0.1% |
| 1.887855154 | 6 | < 0.1% |
| 2.708914222 | 6 | < 0.1% |
| 2.903985737 | 6 | < 0.1% |
| Other values (15141) | 15998 |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 0.0123872396 | 1 | < 0.1% |
| 0.01466382938 | 1 | < 0.1% |
| 0.02020300821 | 1 | < 0.1% |
| 0.02517026053 | 1 | < 0.1% |
| 0.02796011607 | 1 | < 0.1% |
| 0.02870933115 | 1 | < 0.1% |
| 0.02940983267 | 1 | < 0.1% |
| 0.03656696742 | 1 | < 0.1% |
| 0.03665785364 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.71824787 | 1 | |
| 10.47298837 | 1 | |
| 10.21197161 | 1 | |
| 10.09850305 | 1 | |
| 9.803210704 | 1 | |
| 9.550019465 | 1 | |
| 9.470522886 | 1 | |
| 9.36169434 | 1 | |
| 9.357248435 | 1 | |
| 9.339253423 | 1 |
| Distinct | 14848 |
|---|---|
| Distinct (%) | 91.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.52366053 |
| Minimum | 0 |
|---|---|
| Maximum | 10.01901215 |
| Zeros | 318 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3398317244 |
| Q1 | 2.015348444 |
| median | 3.600576441 |
| Q3 | 4.926999833 |
| 95-th percentile | 6.68293842 |
| Maximum | 10.01901215 |
| Range | 10.01901215 |
| Interquartile range (IQR) | 2.911651389 |
Descriptive statistics
| Standard deviation | 1.930274248 |
|---|---|
| Coefficient of variation (CV) | 0.547803692 |
| Kurtosis | -0.6766104237 |
| Mean | 3.52366053 |
| Median Absolute Deviation (MAD) | 1.444887145 |
| Skewness | 0.07047483539 |
| Sum | 57248.91263 |
| Variance | 3.725958672 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 318 | 2.0% |
| 3.3625783 | 12 | 0.1% |
| 3.64156119 | 11 | 0.1% |
| 2.828615017 | 11 | 0.1% |
| 2.02235795 | 9 | 0.1% |
| 2.703490281 | 8 | < 0.1% |
| 2.258987256 | 8 | < 0.1% |
| 4.72254474 | 8 | < 0.1% |
| 3.49176956 | 8 | < 0.1% |
| 1.730578677 | 8 | < 0.1% |
| Other values (14838) | 15846 |
| Value | Count | Frequency (%) |
| 0 | 318 | |
| 0.008335724779 | 1 | < 0.1% |
| 0.01029823999 | 1 | < 0.1% |
| 0.01493504004 | 1 | < 0.1% |
| 0.01688551926 | 1 | < 0.1% |
| 0.01925423291 | 1 | < 0.1% |
| 0.01945930238 | 1 | < 0.1% |
| 0.0214271758 | 1 | < 0.1% |
| 0.02321712129 | 1 | < 0.1% |
| 0.02433759826 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.01901215 | 1 | |
| 9.913138735 | 1 | |
| 9.686614771 | 1 | |
| 9.659438632 | 1 | |
| 9.588566655 | 1 | |
| 9.509056855 | 1 | |
| 9.407079132 | 1 | |
| 9.389783154 | 1 | |
| 9.28361842 | 1 | |
| 9.275997183 | 1 |
| Distinct | 15647 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.203438231 |
| Minimum | 0 |
|---|---|
| Maximum | 10.13682209 |
| Zeros | 349 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07631100492 |
| Q1 | 0.6781101745 |
| median | 1.956277779 |
| Q3 | 3.296716518 |
| 95-th percentile | 5.506760363 |
| Maximum | 10.13682209 |
| Range | 10.13682209 |
| Interquartile range (IQR) | 2.618606344 |
Descriptive statistics
| Standard deviation | 1.751905064 |
|---|---|
| Coefficient of variation (CV) | 0.7950779101 |
| Kurtosis | 0.237234816 |
| Mean | 2.203438231 |
| Median Absolute Deviation (MAD) | 1.303572909 |
| Skewness | 0.8125895476 |
| Sum | 35799.26094 |
| Variance | 3.069171353 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 349 | 2.1% |
| 1.589064585 | 4 | < 0.1% |
| 0.415618733 | 4 | < 0.1% |
| 2.235948532 | 4 | < 0.1% |
| 0.3339871196 | 3 | < 0.1% |
| 0.738705251 | 3 | < 0.1% |
| 0.886459544 | 3 | < 0.1% |
| 2.809201237 | 3 | < 0.1% |
| 0.9649481937 | 3 | < 0.1% |
| 0.9869700052 | 3 | < 0.1% |
| Other values (15637) | 15868 |
| Value | Count | Frequency (%) |
| 0 | 349 | |
| 0.006433052218 | 1 | < 0.1% |
| 0.007317144753 | 1 | < 0.1% |
| 0.00740421864 | 1 | < 0.1% |
| 0.007895489697 | 1 | < 0.1% |
| 0.008374249886 | 1 | < 0.1% |
| 0.008915499222 | 1 | < 0.1% |
| 0.008942079464 | 1 | < 0.1% |
| 0.008952344884 | 1 | < 0.1% |
| 0.00926504882 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.13682209 | 1 | |
| 9.585185913 | 1 | |
| 9.381676813 | 1 | |
| 9.339974856 | 1 | |
| 9.3307273 | 1 | |
| 9.255334017 | 1 | |
| 9.218856604 | 1 | |
| 9.098559152 | 1 | |
| 9.040570008 | 1 | |
| 8.905034018 | 1 |
| Distinct | 14750 |
|---|---|
| Distinct (%) | 90.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.170622421 |
| Minimum | 0 |
|---|---|
| Maximum | 11.27863947 |
| Zeros | 369 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2118453749 |
| Q1 | 1.553131411 |
| median | 2.921058785 |
| Q3 | 4.594828442 |
| 95-th percentile | 6.800958263 |
| Maximum | 11.27863947 |
| Range | 11.27863947 |
| Interquartile range (IQR) | 3.041697031 |
Descriptive statistics
| Standard deviation | 2.038556106 |
|---|---|
| Coefficient of variation (CV) | 0.6429513942 |
| Kurtosis | -0.5720665357 |
| Mean | 3.170622421 |
| Median Absolute Deviation (MAD) | 1.506134227 |
| Skewness | 0.4348772092 |
| Sum | 51513.10248 |
| Variance | 4.155710999 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 369 | 2.3% |
| 4.972031953 | 13 | 0.1% |
| 2.56057983 | 10 | 0.1% |
| 1.841841219 | 9 | 0.1% |
| 2.24395748 | 9 | 0.1% |
| 3.214331118 | 8 | < 0.1% |
| 1.849674707 | 8 | < 0.1% |
| 1.753941296 | 7 | < 0.1% |
| 1.61309388 | 7 | < 0.1% |
| 1.323394705 | 7 | < 0.1% |
| Other values (14740) | 15800 |
| Value | Count | Frequency (%) |
| 0 | 369 | |
| 0.0106072226 | 1 | < 0.1% |
| 0.01110788901 | 1 | < 0.1% |
| 0.01137411745 | 1 | < 0.1% |
| 0.01368404915 | 1 | < 0.1% |
| 0.01384666598 | 1 | < 0.1% |
| 0.01402416429 | 1 | < 0.1% |
| 0.01418518092 | 1 | < 0.1% |
| 0.01600897419 | 1 | < 0.1% |
| 0.01672058634 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.27863947 | 1 | |
| 10.85918046 | 1 | |
| 10.14605602 | 1 | |
| 10.07795667 | 1 | |
| 10.00854891 | 1 | |
| 9.999968563 | 1 | |
| 9.86297065 | 1 | |
| 9.862245892 | 1 | |
| 9.862099669 | 1 | |
| 9.350961232 | 1 |
| Distinct | 14935 |
|---|---|
| Distinct (%) | 91.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.335691402 |
| Minimum | 0 |
|---|---|
| Maximum | 11.18376443 |
| Zeros | 347 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2673336802 |
| Q1 | 1.742734009 |
| median | 3.415217881 |
| Q3 | 4.790194171 |
| 95-th percentile | 6.372388118 |
| Maximum | 11.18376443 |
| Range | 11.18376443 |
| Interquartile range (IQR) | 3.047460162 |
Descriptive statistics
| Standard deviation | 1.916229079 |
|---|---|
| Coefficient of variation (CV) | 0.5744623371 |
| Kurtosis | -0.7302829836 |
| Mean | 3.335691402 |
| Median Absolute Deviation (MAD) | 1.496568527 |
| Skewness | 0.08503429769 |
| Sum | 54194.97821 |
| Variance | 3.671933882 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 347 | 2.1% |
| 4.680661174 | 10 | 0.1% |
| 5.083030534 | 8 | < 0.1% |
| 1.378215641 | 7 | < 0.1% |
| 1.421273561 | 7 | < 0.1% |
| 2.458231946 | 6 | < 0.1% |
| 3.715168513 | 6 | < 0.1% |
| 1.232038994 | 6 | < 0.1% |
| 2.371443963 | 6 | < 0.1% |
| 1.067424728 | 5 | < 0.1% |
| Other values (14925) | 15839 |
| Value | Count | Frequency (%) |
| 0 | 347 | |
| 0.01116848872 | 1 | < 0.1% |
| 0.01474021585 | 1 | < 0.1% |
| 0.01729589418 | 1 | < 0.1% |
| 0.01846786836 | 1 | < 0.1% |
| 0.01922212204 | 1 | < 0.1% |
| 0.0211557299 | 1 | < 0.1% |
| 0.02135020539 | 1 | < 0.1% |
| 0.02374009929 | 1 | < 0.1% |
| 0.02403337955 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.18376443 | 1 | |
| 11.1236078 | 1 | |
| 10.49676789 | 1 | |
| 10.45757236 | 1 | |
| 10.26370694 | 1 | |
| 9.909333935 | 1 | |
| 9.87355291 | 1 | |
| 9.47536619 | 1 | |
| 9.404246334 | 1 | |
| 9.36201705 | 1 |
| Distinct | 15162 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.205655746 |
| Minimum | 0 |
|---|---|
| Maximum | 10.60045403 |
| Zeros | 391 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.100310536 |
| Q1 | 1.230356571 |
| median | 3.307936456 |
| Q3 | 4.824569729 |
| 95-th percentile | 6.670607537 |
| Maximum | 10.60045403 |
| Range | 10.60045403 |
| Interquartile range (IQR) | 3.594213158 |
Descriptive statistics
| Standard deviation | 2.128807721 |
|---|---|
| Coefficient of variation (CV) | 0.6640787063 |
| Kurtosis | -0.9330491874 |
| Mean | 3.205655746 |
| Median Absolute Deviation (MAD) | 1.732826412 |
| Skewness | 0.1348126163 |
| Sum | 52082.2889 |
| Variance | 4.531822312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 391 | 2.4% |
| 4.082015953 | 9 | 0.1% |
| 3.684952162 | 9 | 0.1% |
| 2.232543068 | 7 | < 0.1% |
| 3.863081883 | 7 | < 0.1% |
| 3.016593565 | 6 | < 0.1% |
| 3.405601413 | 6 | < 0.1% |
| 2.870571052 | 6 | < 0.1% |
| 2.635317402 | 6 | < 0.1% |
| 3.190720347 | 5 | < 0.1% |
| Other values (15152) | 15795 |
| Value | Count | Frequency (%) |
| 0 | 391 | |
| 0.006622432443 | 1 | < 0.1% |
| 0.00970419668 | 1 | < 0.1% |
| 0.009786511087 | 1 | < 0.1% |
| 0.0114478721 | 1 | < 0.1% |
| 0.01157638435 | 1 | < 0.1% |
| 0.01190517702 | 1 | < 0.1% |
| 0.01219931571 | 1 | < 0.1% |
| 0.01443426853 | 1 | < 0.1% |
| 0.01457144581 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.60045403 | 1 | |
| 10.09090599 | 1 | |
| 10.07249919 | 1 | |
| 9.932987168 | 1 | |
| 9.814446203 | 1 | |
| 9.570677755 | 1 | |
| 9.355630347 | 1 | |
| 9.326471067 | 1 | |
| 9.221123404 | 1 | |
| 9.190004007 | 1 |
| Distinct | 15462 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.015268981 |
| Minimum | 0 |
|---|---|
| Maximum | 9.446667343 |
| Zeros | 406 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.06225739323 |
| Q1 | 0.7613259992 |
| median | 1.944723548 |
| Q3 | 3.000945426 |
| 95-th percentile | 4.516097249 |
| Maximum | 9.446667343 |
| Range | 9.446667343 |
| Interquartile range (IQR) | 2.239619426 |
Descriptive statistics
| Standard deviation | 1.434541045 |
|---|---|
| Coefficient of variation (CV) | 0.7118360172 |
| Kurtosis | -0.1312599355 |
| Mean | 2.015268981 |
| Median Absolute Deviation (MAD) | 1.1225988 |
| Skewness | 0.5287846222 |
| Sum | 32742.07514 |
| Variance | 2.05790801 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 406 | 2.5% |
| 1.648388857 | 7 | < 0.1% |
| 2.981569793 | 7 | < 0.1% |
| 3.155403234 | 6 | < 0.1% |
| 1.872650085 | 6 | < 0.1% |
| 2.710650819 | 5 | < 0.1% |
| 2.809339777 | 5 | < 0.1% |
| 2.240411218 | 5 | < 0.1% |
| 1.868513324 | 5 | < 0.1% |
| 2.65417343 | 5 | < 0.1% |
| Other values (15452) | 15790 |
| Value | Count | Frequency (%) |
| 0 | 406 | |
| 0.006269502546 | 1 | < 0.1% |
| 0.00628212709 | 1 | < 0.1% |
| 0.006704384758 | 1 | < 0.1% |
| 0.006854134571 | 1 | < 0.1% |
| 0.007255755499 | 1 | < 0.1% |
| 0.007302935069 | 1 | < 0.1% |
| 0.008018836872 | 1 | < 0.1% |
| 0.008185396726 | 1 | < 0.1% |
| 0.008648685437 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.446667343 | 1 | |
| 8.642418798 | 1 | |
| 8.493713441 | 1 | |
| 8.14758228 | 1 | |
| 8.037426517 | 1 | |
| 7.918311075 | 1 | |
| 7.896995771 | 1 | |
| 7.840850022 | 1 | |
| 7.836341432 | 1 | |
| 7.670230997 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| gene | C42_1 | C42_2 | C42_3 | C42B_1 | C42B_2 | C42B_3 | LNCAP_1 | LNCAP_2 | LNCAP_3 | MR49F_1 | MR49F_2 | MR49F_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ENSG00000000003 | 2.020308 | 3.112967 | 4.462864 | 5.802458 | 3.613909 | 5.196959 | 3.463763 | 6.038525 | 3.020616 | 3.090618 | 4.856630 | 2.818450 |
| 1 | ENSG00000000419 | 4.223350 | 1.740524 | 3.583093 | 7.149923 | 2.633272 | 5.046861 | 5.323355 | 7.286943 | 2.032127 | 2.755359 | 5.089189 | 3.712340 |
| 2 | ENSG00000000457 | 2.869919 | 2.559274 | 3.979699 | 1.596058 | 1.156747 | 2.912101 | 3.677716 | 4.129601 | 1.965240 | 4.178899 | 2.305354 | 1.173922 |
| 3 | ENSG00000000460 | 1.751904 | 2.288179 | 4.507209 | 3.421740 | 2.349831 | 1.407528 | 3.052585 | 5.859453 | 2.044142 | 3.070865 | 3.197595 | 1.739958 |
| 4 | ENSG00000001036 | 3.481197 | 3.873432 | 6.349452 | 5.683603 | 3.554372 | 3.415789 | 5.241517 | 4.548365 | 2.861295 | 4.872132 | 4.504407 | 3.250109 |
| 5 | ENSG00000001084 | 2.942330 | 2.568641 | 3.532785 | 7.268647 | 3.932047 | 5.233605 | 5.019059 | 1.963537 | 2.212093 | 4.332983 | 5.059249 | 4.626412 |
| 6 | ENSG00000001167 | 2.236061 | 1.206965 | 4.833317 | 3.346900 | 4.245998 | 5.438745 | 5.522757 | 4.487946 | 3.552754 | 2.320159 | 3.754814 | 3.025724 |
| 7 | ENSG00000001460 | 1.185808 | 1.407207 | 2.029862 | 2.241934 | 0.417379 | 2.114580 | 2.665455 | 4.018895 | 1.031236 | 1.940269 | 1.614235 | 1.027777 |
| 8 | ENSG00000001461 | 2.176179 | 2.603797 | 3.826845 | 6.807153 | 2.424623 | 4.923654 | 4.610918 | 3.572004 | 2.635768 | 3.893572 | 4.763568 | 2.041859 |
| 9 | ENSG00000001497 | 3.180836 | 2.972655 | 4.455014 | 5.352977 | 2.603786 | 3.039676 | 6.119891 | 4.087531 | 2.419599 | 4.022550 | 5.323447 | 3.182143 |
Last rows
| gene | C42_1 | C42_2 | C42_3 | C42B_1 | C42B_2 | C42B_3 | LNCAP_1 | LNCAP_2 | LNCAP_3 | MR49F_1 | MR49F_2 | MR49F_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16237 | ENSG00000283486 | 0.271255 | 1.925560 | 2.885454 | 0.305087 | 0.382366 | 0.869975 | 0.000000 | 0.175830 | 0.222268 | 0.131416 | 0.082574 | 1.648389 |
| 16238 | ENSG00000283491 | 0.471255 | 1.609023 | 3.047016 | 0.432820 | 2.682926 | 0.847827 | 3.991851 | 0.684949 | 1.756452 | 1.500062 | 0.494098 | 2.121968 |
| 16239 | ENSG00000283498 | 0.630158 | 1.369592 | 3.471739 | 0.319602 | 0.650447 | 2.151193 | 3.970516 | 0.350326 | 1.267728 | 1.371925 | 0.568415 | 3.412563 |
| 16240 | ENSG00000283511 | 0.976471 | 0.633461 | 1.748475 | 0.890837 | 1.292388 | 1.735363 | 0.037296 | 0.011684 | 0.389971 | 1.157952 | 0.151181 | 2.265861 |
| 16241 | ENSG00000283526 | 2.008367 | 1.513195 | 2.990982 | 1.396151 | 2.474243 | 3.446476 | 5.218036 | 0.538444 | 4.453536 | 1.438513 | 0.725542 | 4.200088 |
| 16242 | ENSG00000283577 | 0.000000 | 0.000000 | 0.000000 | 0.668517 | 1.013959 | 0.683460 | 0.000000 | 0.000000 | 0.000000 | 0.089811 | 0.023367 | 1.100471 |
| 16243 | ENSG00000283633 | 0.000000 | 0.000000 | 0.000000 | 0.378588 | 2.312889 | 2.672558 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 16244 | ENSG00000283667 | 0.080286 | 0.891543 | 2.111469 | 0.202083 | 0.645639 | 0.690646 | 2.258987 | 0.162713 | 0.169281 | 1.889044 | 0.525394 | 3.102266 |
| 16245 | ENSG00000283674 | 0.503064 | 3.560078 | 4.192234 | 1.205395 | 2.148792 | 2.678159 | 2.181762 | 0.831979 | 1.423840 | 1.286498 | 0.403138 | 3.155403 |
| 16246 | ENSG00000283689 | 0.110153 | 0.227055 | 1.276767 | 0.291591 | 1.551455 | 0.810000 | 1.223937 | 0.183202 | 0.920441 | 1.135927 | 0.375598 | 2.738001 |